## Reading layer `EMODnet_HA_Energy_WindFarms_pg_20231124' from data source
## `C:\Users\schroll\Documents\stage_M2\EMODnet_HA_Energy_WindFarms_20231124'
## using driver `ESRI Shapefile'
## Simple feature collection with 571 features and 12 fields
## Geometry type: MULTIPOLYGON
## Dimension: XY
## Bounding box: xmin: -16.58968 ymin: 27.73303 xmax: 24.73779 ymax: 65.47042
## Geodetic CRS: WGS 84
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/format_rsf_data_for_nimble.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/get_new_id.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/make_prediction.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/plot_PPC_Nmixture.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/plot_prediction.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/prepare_data_Nmix.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/run_integrated_Nmix_RSF.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/run_Nmixture.R
## value ?
## visible FALSE
## ~/stage_M2/2.code/pt2_telemetry_and_count/R_func/run_RSF.R
## value ?
## visible FALSE


| alpha[1, 1] |
-4.74 |
0.28 |
-5.31 |
-4.73 |
-4.20 |
1.00 |
6212 |
| alpha[2, 1] |
0.26 |
0.21 |
-0.15 |
0.27 |
0.66 |
1.00 |
84084 |
| alpha[1, 2] |
-4.40 |
0.21 |
-4.83 |
-4.40 |
-3.99 |
1.00 |
3277 |
| alpha[2, 2] |
0.58 |
0.08 |
0.42 |
0.58 |
0.74 |
1.00 |
48911 |
| alpha[1, 3] |
-3.41 |
0.23 |
-3.87 |
-3.41 |
-2.97 |
1.00 |
5621 |
| alpha[2, 3] |
0.71 |
0.19 |
0.35 |
0.70 |
1.08 |
1.00 |
41826 |
| alpha[1, 4] |
-2.86 |
0.18 |
-3.21 |
-2.86 |
-2.52 |
1.00 |
1820 |
| alpha[2, 4] |
0.51 |
0.06 |
0.39 |
0.51 |
0.63 |
1.00 |
34567 |
| beta[1] |
-0.07 |
0.18 |
-0.42 |
-0.07 |
0.29 |
1.00 |
854 |
| beta[2] |
-0.88 |
0.15 |
-1.17 |
-0.88 |
-0.59 |
1.00 |
1251 |
| beta[3] |
-0.66 |
0.10 |
-0.87 |
-0.66 |
-0.46 |
1.01 |
1866 |


Goéland leucophée / Yellow-legged gull
Hors repro


| alpha[1, 1] |
-2.84 |
0.10 |
-3.04 |
-2.83 |
-2.64 |
1.25 |
40 |
| alpha[2, 1] |
1.12 |
0.03 |
1.06 |
1.12 |
1.18 |
1.17 |
528 |
| alpha[1, 2] |
-3.04 |
0.10 |
-3.25 |
-3.04 |
-2.85 |
1.21 |
256 |
| alpha[2, 2] |
0.37 |
0.04 |
0.30 |
0.37 |
0.44 |
1.00 |
30025 |
| alpha[1, 3] |
-4.98 |
0.09 |
-5.17 |
-4.97 |
-4.81 |
1.23 |
67 |
| alpha[2, 3] |
0.51 |
0.01 |
0.49 |
0.51 |
0.53 |
1.01 |
29972 |
| beta[1] |
4.29 |
0.09 |
4.10 |
4.29 |
4.47 |
1.42 |
24 |
| beta[2] |
-1.63 |
0.02 |
-1.66 |
-1.63 |
-1.59 |
1.07 |
193 |
| beta[3] |
0.09 |
0.05 |
0.00 |
0.09 |
0.19 |
1.07 |
92 |
| beta[4] |
-1.68 |
0.06 |
-1.80 |
-1.68 |
-1.56 |
1.31 |
36 |
| beta[5] |
0.82 |
0.02 |
0.78 |
0.82 |
0.85 |
1.08 |
272 |
| beta[6] |
-1.03 |
0.02 |
-1.07 |
-1.03 |
-0.98 |
1.12 |
157 |
| beta[7] |
2.23 |
0.05 |
2.12 |
2.24 |
2.33 |
1.35 |
36 |


Repro


| alpha[1, 1] |
-3.42 |
0.13 |
-3.79 |
-3.41 |
-3.20 |
1.12 |
49 |
| alpha[2, 1] |
0.41 |
0.01 |
0.38 |
0.41 |
0.44 |
1.00 |
30385 |
| alpha[1, 2] |
-4.37 |
0.13 |
-4.73 |
-4.36 |
-4.15 |
1.12 |
52 |
| alpha[2, 2] |
0.32 |
0.01 |
0.29 |
0.32 |
0.34 |
1.00 |
68658 |
| alpha[1, 3] |
-3.91 |
0.13 |
-4.26 |
-3.90 |
-3.68 |
1.11 |
102 |
| alpha[2, 3] |
0.29 |
0.03 |
0.24 |
0.30 |
0.35 |
1.00 |
66458 |
| beta[1] |
5.11 |
0.13 |
4.90 |
5.11 |
5.47 |
1.14 |
35 |
| beta[2] |
-0.57 |
0.01 |
-0.60 |
-0.57 |
-0.54 |
1.00 |
2121 |
| beta[3] |
-0.84 |
0.03 |
-0.91 |
-0.84 |
-0.78 |
1.04 |
242 |
| beta[4] |
-0.24 |
0.01 |
-0.26 |
-0.24 |
-0.22 |
1.01 |
2013 |
| beta[5] |
0.92 |
0.04 |
0.85 |
0.92 |
1.00 |
1.04 |
228 |


Mouette melanocephale
Hors repro


| alpha[1, 1] |
-2.46 |
0.20 |
-2.85 |
-2.46 |
-2.08 |
1.01 |
282 |
| alpha[2, 1] |
0.49 |
0.05 |
0.38 |
0.49 |
0.59 |
1.00 |
39058 |
| alpha[1, 2] |
-3.80 |
0.22 |
-4.24 |
-3.80 |
-3.38 |
1.01 |
922 |
| alpha[2, 2] |
0.26 |
0.13 |
0.01 |
0.26 |
0.51 |
1.00 |
71044 |
| alpha[1, 3] |
-4.01 |
0.19 |
-4.39 |
-4.01 |
-3.64 |
1.01 |
375 |
| alpha[2, 3] |
0.47 |
0.05 |
0.38 |
0.47 |
0.57 |
1.00 |
45358 |
| beta[1] |
2.11 |
0.17 |
1.77 |
2.11 |
2.45 |
1.02 |
215 |
| beta[2] |
0.00 |
0.08 |
-0.15 |
0.01 |
0.14 |
1.02 |
859 |
| beta[3] |
0.23 |
0.05 |
0.13 |
0.23 |
0.34 |
1.02 |
871 |
| beta[4] |
-1.62 |
0.13 |
-1.88 |
-1.62 |
-1.38 |
1.05 |
302 |
| beta[5] |
1.39 |
0.13 |
1.14 |
1.39 |
1.66 |
1.04 |
344 |

Repro


| alpha[1, 1] |
-2.35 |
0.22 |
-2.79 |
-2.34 |
-1.94 |
1.03 |
486 |
| alpha[2, 1] |
0.32 |
0.06 |
0.21 |
0.32 |
0.44 |
1.00 |
68235 |
| alpha[1, 2] |
-4.14 |
0.21 |
-4.57 |
-4.13 |
-3.74 |
1.03 |
726 |
| alpha[2, 2] |
0.69 |
0.06 |
0.57 |
0.69 |
0.82 |
1.00 |
22350 |
| beta[1] |
1.64 |
0.19 |
1.28 |
1.63 |
2.04 |
1.04 |
444 |
| beta[2] |
-0.30 |
0.04 |
-0.38 |
-0.30 |
-0.22 |
1.00 |
6160 |

Mouette pygmée / Little gull


| alpha[1, 1] |
-4.73 |
0.27 |
-5.13 |
-4.77 |
-4.02 |
5.64 |
17 |
| alpha[2, 1] |
0.36 |
0.01 |
0.34 |
0.36 |
0.38 |
1.01 |
6906 |
| alpha[1, 2] |
-7.84 |
0.27 |
-8.24 |
-7.88 |
-7.16 |
4.67 |
171 |
| alpha[2, 2] |
0.54 |
0.03 |
0.48 |
0.54 |
0.59 |
1.00 |
50290 |
| beta[1] |
7.05 |
0.27 |
6.34 |
7.10 |
7.43 |
5.90 |
8 |
| beta[2] |
0.05 |
0.04 |
-0.03 |
0.04 |
0.13 |
2.75 |
84 |
| beta[3] |
-0.35 |
0.07 |
-0.46 |
-0.36 |
-0.22 |
3.11 |
36 |
| beta[4] |
0.26 |
0.05 |
0.18 |
0.25 |
0.35 |
2.09 |
57 |
| beta[5] |
0.08 |
0.02 |
0.04 |
0.08 |
0.13 |
1.04 |
148 |
| beta[6] |
-0.52 |
0.08 |
-0.66 |
-0.53 |
-0.38 |
4.18 |
35 |
| beta[7] |
-0.05 |
0.03 |
-0.11 |
-0.05 |
-0.01 |
1.20 |
122 |
| beta[8] |
0.49 |
0.05 |
0.40 |
0.49 |
0.58 |
2.00 |
43 |
| beta[9] |
-0.67 |
0.05 |
-0.76 |
-0.67 |
-0.55 |
2.68 |
30 |
| beta[10] |
-0.39 |
0.03 |
-0.45 |
-0.39 |
-0.35 |
1.63 |
120 |
| beta[11] |
0.91 |
0.03 |
0.85 |
0.91 |
0.97 |
1.78 |
112 |


Mouette rieuse / Black-headed gull


| alpha[1, 1] |
-4.45 |
0.45 |
-5.37 |
-4.44 |
-3.59 |
1.00 |
5966 |
| alpha[2, 1] |
1.67 |
0.19 |
1.31 |
1.66 |
2.06 |
1.00 |
11693 |
| alpha[1, 2] |
-1.09 |
0.43 |
-1.92 |
-1.09 |
-0.23 |
1.01 |
5915 |
| alpha[2, 2] |
1.57 |
0.46 |
0.77 |
1.54 |
2.56 |
1.00 |
27469 |
| alpha[1, 3] |
-3.91 |
0.30 |
-4.52 |
-3.91 |
-3.33 |
1.00 |
4683 |
| alpha[2, 3] |
0.88 |
0.15 |
0.62 |
0.86 |
1.21 |
1.00 |
10669 |
| beta[1] |
-1.68 |
0.30 |
-2.29 |
-1.69 |
-1.09 |
1.04 |
701 |
| beta[2] |
-1.16 |
0.26 |
-1.67 |
-1.16 |
-0.66 |
1.00 |
253 |
| beta[3] |
0.42 |
0.40 |
-0.32 |
0.44 |
1.20 |
1.01 |
126 |
| beta[4] |
0.80 |
0.28 |
0.25 |
0.80 |
1.37 |
1.03 |
180 |
| beta[5] |
-1.55 |
0.30 |
-2.12 |
-1.56 |
-0.99 |
1.08 |
97 |


Océanite tempête / Storm petrel


| alpha[1, 1] |
-2.16 |
0.30 |
-2.75 |
-2.16 |
-1.59 |
1 |
3106 |
| alpha[2, 1] |
0.26 |
0.14 |
-0.02 |
0.26 |
0.53 |
1 |
45653 |
| alpha[1, 2] |
-2.83 |
0.30 |
-3.43 |
-2.83 |
-2.27 |
1 |
3772 |
| alpha[2, 2] |
0.70 |
0.15 |
0.40 |
0.70 |
0.99 |
1 |
34429 |
| alpha[1, 3] |
-2.06 |
0.51 |
-3.05 |
-2.06 |
-1.05 |
1 |
9181 |
| alpha[2, 3] |
0.56 |
0.48 |
-0.32 |
0.54 |
1.57 |
1 |
67850 |
| beta[1] |
-0.67 |
0.25 |
-1.14 |
-0.67 |
-0.18 |
1 |
1874 |
| beta[2] |
1.11 |
0.19 |
0.74 |
1.11 |
1.48 |
1 |
3019 |
| beta[3] |
0.18 |
0.26 |
-0.35 |
0.18 |
0.68 |
1 |
3693 |
| beta[4] |
0.37 |
0.12 |
0.13 |
0.37 |
0.59 |
1 |
5916 |
| beta[5] |
0.04 |
0.16 |
-0.28 |
0.04 |
0.36 |
1 |
5279 |
| beta[6] |
-0.05 |
0.20 |
-0.45 |
-0.04 |
0.34 |
1 |
5290 |


Petits puffins / Small shearwaters
Hors repro


| alpha[1, 1] |
-3.30 |
0.14 |
-3.55 |
-3.29 |
-3.03 |
1.05 |
70 |
| alpha[2, 1] |
0.32 |
0.03 |
0.27 |
0.32 |
0.37 |
1.00 |
19716 |
| alpha[1, 2] |
-3.15 |
0.14 |
-3.42 |
-3.15 |
-2.87 |
1.05 |
148 |
| alpha[2, 2] |
0.40 |
0.04 |
0.32 |
0.40 |
0.49 |
1.00 |
55863 |
| alpha[1, 3] |
-5.21 |
0.14 |
-5.47 |
-5.21 |
-4.95 |
1.05 |
132 |
| alpha[2, 3] |
0.58 |
0.02 |
0.54 |
0.58 |
0.62 |
1.00 |
38945 |
| beta[1] |
4.06 |
0.13 |
3.81 |
4.06 |
4.31 |
1.06 |
38 |
| beta[2] |
-0.22 |
0.04 |
-0.30 |
-0.22 |
-0.15 |
1.01 |
230 |
| beta[3] |
-0.21 |
0.05 |
-0.31 |
-0.21 |
-0.09 |
1.01 |
158 |
| beta[4] |
0.65 |
0.03 |
0.58 |
0.65 |
0.72 |
1.03 |
126 |
| beta[5] |
-0.86 |
0.03 |
-0.92 |
-0.86 |
-0.79 |
1.02 |
327 |
| beta[6] |
0.78 |
0.05 |
0.68 |
0.78 |
0.87 |
1.01 |
210 |


Repro


| alpha[1, 1] |
-4.29 |
0.13 |
-4.54 |
-4.28 |
-4.04 |
1.29 |
70 |
| alpha[2, 1] |
0.60 |
0.02 |
0.56 |
0.60 |
0.63 |
1.00 |
50240 |
| alpha[1, 2] |
-4.73 |
0.12 |
-4.98 |
-4.73 |
-4.48 |
1.29 |
55 |
| alpha[2, 2] |
0.47 |
0.01 |
0.44 |
0.47 |
0.49 |
1.00 |
48656 |
| alpha[1, 3] |
-4.27 |
0.13 |
-4.54 |
-4.27 |
-4.02 |
1.26 |
149 |
| alpha[2, 3] |
0.52 |
0.04 |
0.44 |
0.52 |
0.59 |
1.00 |
58151 |
| beta[1] |
4.97 |
0.12 |
4.73 |
4.97 |
5.23 |
1.30 |
30 |
| beta[2] |
0.06 |
0.01 |
0.04 |
0.06 |
0.08 |
1.00 |
1145 |
| beta[3] |
1.07 |
0.02 |
1.02 |
1.07 |
1.12 |
1.01 |
582 |


Pufin de Scopoli / Scopoli’s shearwaters


| alpha[1, 1] |
-3.72 |
0.16 |
-4.03 |
-3.71 |
-3.43 |
1.02 |
113 |
| alpha[2, 1] |
0.20 |
0.03 |
0.14 |
0.20 |
0.27 |
1.00 |
34882 |
| alpha[1, 2] |
-4.23 |
0.15 |
-4.55 |
-4.23 |
-3.95 |
1.02 |
127 |
| alpha[2, 2] |
0.52 |
0.03 |
0.47 |
0.52 |
0.58 |
1.00 |
33138 |
| alpha[1, 3] |
-4.49 |
0.21 |
-4.92 |
-4.49 |
-4.09 |
1.01 |
1239 |
| alpha[2, 3] |
0.57 |
0.13 |
0.32 |
0.57 |
0.82 |
1.00 |
52639 |
| beta[1] |
3.11 |
0.15 |
2.83 |
3.10 |
3.41 |
1.02 |
81 |
| beta[2] |
-0.47 |
0.04 |
-0.55 |
-0.47 |
-0.40 |
1.00 |
1084 |
| beta[3] |
-0.21 |
0.03 |
-0.27 |
-0.21 |
-0.15 |
1.00 |
1065 |
| beta[4] |
1.82 |
0.04 |
1.74 |
1.82 |
1.89 |
1.00 |
855 |
| beta[5] |
-0.59 |
0.04 |
-0.67 |
-0.59 |
-0.51 |
1.00 |
1521 |


Sternes caugeks / Sandwich terns
Hors repro


| alpha[1, 1] |
-3.26 |
0.19 |
-3.65 |
-3.25 |
-2.88 |
1.29 |
77 |
| alpha[2, 1] |
0.60 |
0.03 |
0.54 |
0.60 |
0.67 |
1.00 |
15984 |
| alpha[1, 2] |
-3.69 |
0.22 |
-4.14 |
-3.69 |
-3.25 |
1.15 |
523 |
| alpha[2, 2] |
0.79 |
0.12 |
0.57 |
0.79 |
1.02 |
1.00 |
40637 |
| alpha[1, 3] |
-6.09 |
0.20 |
-6.49 |
-6.09 |
-5.71 |
1.22 |
200 |
| alpha[2, 3] |
0.28 |
0.05 |
0.18 |
0.28 |
0.37 |
1.00 |
69547 |
| beta[1] |
3.62 |
0.18 |
3.26 |
3.61 |
4.00 |
1.31 |
45 |
| beta[2] |
0.76 |
0.05 |
0.66 |
0.76 |
0.86 |
1.10 |
119 |
| beta[3] |
-0.72 |
0.07 |
-0.85 |
-0.72 |
-0.58 |
1.14 |
240 |
| beta[4] |
0.01 |
0.04 |
-0.06 |
0.01 |
0.09 |
1.05 |
469 |
| beta[5] |
0.18 |
0.05 |
0.09 |
0.17 |
0.27 |
1.07 |
354 |
| beta[6] |
-0.56 |
0.06 |
-0.68 |
-0.56 |
-0.45 |
1.05 |
131 |


Repro


| alpha[1, 1] |
-3.01 |
0.12 |
-3.25 |
-3.01 |
-2.79 |
1.00 |
1040 |
| alpha[2, 1] |
1.05 |
0.04 |
0.96 |
1.05 |
1.13 |
1.00 |
10955 |
| alpha[1, 2] |
-4.36 |
0.12 |
-4.59 |
-4.35 |
-4.13 |
1.00 |
1130 |
| alpha[2, 2] |
0.72 |
0.03 |
0.66 |
0.72 |
0.79 |
1.00 |
39105 |
| alpha[1, 3] |
-4.36 |
0.23 |
-4.82 |
-4.35 |
-3.93 |
1.00 |
8176 |
| alpha[2, 3] |
0.52 |
0.21 |
0.12 |
0.52 |
0.93 |
1.00 |
59038 |
| beta[1] |
2.00 |
0.11 |
1.79 |
2.00 |
2.23 |
1.00 |
413 |
| beta[2] |
-0.94 |
0.09 |
-1.11 |
-0.94 |
-0.76 |
1.03 |
427 |
| beta[3] |
0.55 |
0.06 |
0.44 |
0.56 |
0.66 |
1.04 |
358 |
| beta[4] |
-0.33 |
0.12 |
-0.55 |
-0.33 |
-0.10 |
1.02 |
510 |
| beta[5] |
-0.29 |
0.09 |
-0.46 |
-0.29 |
-0.12 |
1.01 |
2667 |
| beta[6] |
-0.05 |
0.05 |
-0.14 |
-0.05 |
0.04 |
1.01 |
1185 |


Sterne pierregarin / Common tern


| alpha[1, 1] |
-2.90 |
0.22 |
-3.34 |
-2.90 |
-2.49 |
1.01 |
911 |
| alpha[2, 1] |
0.28 |
0.09 |
0.12 |
0.28 |
0.45 |
1.00 |
70978 |
| alpha[1, 2] |
-2.97 |
0.20 |
-3.37 |
-2.96 |
-2.59 |
1.01 |
813 |
| alpha[2, 2] |
0.42 |
0.05 |
0.33 |
0.42 |
0.51 |
1.00 |
53875 |
| beta[1] |
1.07 |
0.19 |
0.72 |
1.06 |
1.45 |
1.01 |
626 |
| beta[2] |
-0.11 |
0.07 |
-0.24 |
-0.11 |
0.03 |
1.00 |
2798 |
| beta[3] |
0.28 |
0.08 |
0.14 |
0.28 |
0.43 |
1.00 |
4292 |
| beta[4] |
-0.63 |
0.08 |
-0.79 |
-0.63 |
-0.48 |
1.00 |
2281 |

